This server has a single tool 'execute_skill_action' with virtually no definition. The tool description is a bare 47-character string with no parameter schema visible in the source code. The mcp_server.py file contains only a JSON print statement announcing the server's existence, there is no actual tool registration, parameter validation, or schema definition. The client.py and example_usage.py files show a separate Python client class, not MCP tool definitions. No input parameters are documented, no output schema is defined, and no error handling is present. This is a non-functional MCP server stub.

• Define a proper input schema for execute_skill_action with typed parameters (e.g., query: string, crawl_official_docs: boolean, max_results: integer). Include descriptions for each parameter explaining what it controls.
• Rename the tool to a verb_noun pattern that reflects its actual function. If it searches technical docs, use 'search_technical_docs' or 'query_developer_docs'. If it executes a skill, clarify what skill and what parameters it accepts.
• Expand the tool description to 100-200 characters explaining: (1) what the tool does, (2) when to use it, (3) what it returns. Example: 'Search official developer documentation for technical solutions. Returns ranked results with code snippets, source URLs, and technical depth scores. Use this to find implementation patterns and best practices.'
• Document the output schema with all returned fields (query_id, technical_depth_score_pct, official_docs_indexed, compilable_code_snippet_included, search_latency_seconds, etc.), their types, and what they mean.
• Implement proper MCP tool registration using the MCP SDK (e.g., server.add_tool() or equivalent) instead of printing JSON. Register the tool with name, description, and input_schema as required by the MCP spec.